{"id":"W3197922193","doi":"10.1002/lary.29845","title":"Pain Management Following Otological Surgery: A Prospective Study of Different Strategies","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Acetaminophen; Codeine; Ibuprofen; Analgesic; Prospective cohort study; Hydrocodone; Anesthesia; Ambulatory; Surgery; Opioid; Oxycodone; Internal medicine; Morphine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007472049,0.0001317806,0.0004658651,0.00004599048,0.0000763123,0.00002276084,0.00007429052,0.00003961928,0.0002004913],"category_scores_gemma":[0.0001601558,0.00007696708,0.0001639436,0.0002572442,0.00004565965,0.00004824447,0.00009545003,0.0001670829,0.00001271213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002256473,"about_ca_system_score_gemma":0.00005291697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002073573,"about_ca_topic_score_gemma":0.00007382927,"domain_scores_codex":[0.9985584,0.0004211635,0.000258416,0.0002279873,0.0003200376,0.0002140174],"domain_scores_gemma":[0.9990282,0.0004706615,0.0000612662,0.0003358285,0.00004478781,0.00005924343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565353,0.001946264,0.9866957,0.000145548,0.0006665765,0.002325959,0.001766963,0.000001958515,0.0007852378,0.001414737,0.001129724,0.002964767],"study_design_scores_gemma":[0.000805444,0.0003836441,0.982174,0.0002324091,0.0002516285,0.00002054857,0.01348839,0.00001581703,0.00155725,0.0007275563,0.0002357528,0.0001075452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911385,0.0004123274,0.00006411267,0.0004399722,0.0002974545,0.0006274642,0.000001215331,0.00004747311,0.006971503],"genre_scores_gemma":[0.9986211,0.00006423742,0.00005499199,0.0002628734,0.00006097948,0.000071915,0.000009112045,0.00001302974,0.0008417722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172143,"threshold_uncertainty_score":0.3138627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234479708874549,"score_gpt":0.2749005824029899,"score_spread":0.2525557853142444,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}